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Mortgage Banking - Schedule of Mortgage Loans Sold and Serviced for Others (Details) - USD ($)
$ in Thousands
Sep. 30, 2018
Dec. 31, 2017
Mortgage Loans On Real Estate [Line Items]    
Total mortgage loans sold and serviced for others $ 6,759,391 $ 6,624,005
Federal National Mortgage Association [Member]    
Mortgage Loans On Real Estate [Line Items]    
Total mortgage loans sold and serviced for others 4,174,961 4,128,614
Government National Mortgage Association [Member]    
Mortgage Loans On Real Estate [Line Items]    
Total mortgage loans sold and serviced for others 2,492,009 2,421,456
Federal Home Loan Mortgage Corporation [Member]    
Mortgage Loans On Real Estate [Line Items]    
Total mortgage loans sold and serviced for others 69,617 47,071
Other [Member]    
Mortgage Loans On Real Estate [Line Items]    
Total mortgage loans sold and serviced for others $ 22,804 $ 26,864